Table Data - All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:07 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 120.7405367338 |
| 1990-02-01 | 121.5913224894 |
| 1990-03-01 | 122.1187178212 |
| 1990-04-01 | 123.1959133334 |
| 1990-05-01 | 123.5049425579 |
| 1990-06-01 | 123.8982061561 |
| 1990-07-01 | 124.1601404443 |
| 1990-08-01 | 124.3354781190 |
| 1990-09-01 | 124.7469079061 |
| 1990-10-01 | 120.5671998995 |
| 1990-11-01 | 121.0956039648 |
| 1990-12-01 | 120.8124475346 |
| 1991-01-01 | 120.5844059555 |
| 1991-02-01 | 119.9823435346 |
| 1991-03-01 | 119.1981232594 |
| 1991-04-01 | 118.4277408828 |
| 1991-05-01 | 118.2126845895 |
| 1991-06-01 | 118.6938229636 |
| 1991-07-01 | 117.4635445295 |
| 1991-08-01 | 117.3085103929 |
| 1991-09-01 | 117.2772489338 |
| 1991-10-01 | 116.5658807386 |
| 1991-11-01 | 117.0724802322 |
| 1991-12-01 | 117.2883383152 |
| 1992-01-01 | 117.0587902596 |
| 1992-02-01 | 117.1028664777 |
| 1992-03-01 | 116.2153464373 |
| 1992-04-01 | 115.1644591276 |
| 1992-05-01 | 114.5474579523 |
| 1992-06-01 | 114.1366919914 |
| 1992-07-01 | 114.6312332471 |
| 1992-08-01 | 114.6512861205 |
| 1992-09-01 | 114.9536303045 |
| 1992-10-01 | 116.5535780452 |
| 1992-11-01 | 115.4859340028 |
| 1992-12-01 | 115.2287412934 |
| 1993-01-01 | 116.1804498876 |
| 1993-02-01 | 116.3427869449 |
| 1993-03-01 | 115.2618737756 |
| 1993-04-01 | 118.8765874808 |
| 1993-05-01 | 119.5575396049 |
| 1993-06-01 | 119.3863209436 |
| 1993-07-01 | 120.2182289446 |
| 1993-08-01 | 119.7299900552 |
| 1993-09-01 | 120.2695813096 |
| 1993-10-01 | 120.6882905889 |
| 1993-11-01 | 121.0432252280 |
| 1993-12-01 | 121.2307132304 |
| 1994-01-01 | 119.2283427697 |
| 1994-02-01 | 120.3137592167 |
| 1994-03-01 | 120.9895828152 |
| 1994-04-01 | 121.5802294536 |
| 1994-05-01 | 122.1592717667 |
| 1994-06-01 | 122.6916519642 |
| 1994-07-01 | 123.2860195830 |
| 1994-08-01 | 123.3713644554 |
| 1994-09-01 | 124.5439365766 |
| 1994-10-01 | 122.2386473568 |
| 1994-11-01 | 123.5412202900 |
| 1994-12-01 | 124.1964154066 |
| 1995-01-01 | 128.3196938839 |
| 1995-02-01 | 129.0930473633 |
| 1995-03-01 | 127.8673097339 |
| 1995-04-01 | 125.8506306650 |
| 1995-05-01 | 125.9756140140 |
| 1995-06-01 | 125.8691928846 |
| 1995-07-01 | 124.8295090706 |
| 1995-08-01 | 125.4538173431 |
| 1995-09-01 | 125.7816340252 |
| 1995-10-01 | 126.3520602830 |
| 1995-11-01 | 127.0664011012 |
| 1995-12-01 | 128.1760773281 |
| 1996-01-01 | 124.6196820205 |
| 1996-02-01 | 129.7170517747 |
| 1996-03-01 | 130.4018532986 |
| 1996-04-01 | 131.5585633017 |
| 1996-05-01 | 132.2331672123 |
| 1996-06-01 | 132.5291163758 |
| 1996-07-01 | 133.0975342099 |
| 1996-08-01 | 134.6122426461 |
| 1996-09-01 | 134.8360048153 |
| 1996-10-01 | 135.0472138865 |
| 1996-11-01 | 136.0230150048 |
| 1996-12-01 | 135.4514622483 |
| 1997-01-01 | 136.9224934239 |
| 1997-02-01 | 138.3579826955 |
| 1997-03-01 | 139.7647431005 |
| 1997-04-01 | 141.3203388114 |
| 1997-05-01 | 142.4151661846 |
| 1997-06-01 | 143.2706887908 |
| 1997-07-01 | 144.3909922893 |
| 1997-08-01 | 144.8608015420 |
| 1997-09-01 | 145.9468956164 |
| 1997-10-01 | 148.1355429725 |
| 1997-11-01 | 148.7917987649 |
| 1997-12-01 | 149.5340800029 |
| 1998-01-01 | 144.1517280313 |
| 1998-02-01 | 145.0748648169 |
| 1998-03-01 | 145.2948930786 |
| 1998-04-01 | 144.9139208317 |
| 1998-05-01 | 145.4418566350 |
| 1998-06-01 | 147.4134560300 |
| 1998-07-01 | 149.5930763518 |
| 1998-08-01 | 150.7099308564 |
| 1998-09-01 | 151.8893277563 |
| 1998-10-01 | 152.2831150056 |
| 1998-11-01 | 153.0949824200 |
| 1998-12-01 | 153.8555957810 |
| 1999-01-01 | 152.2403900081 |
| 1999-02-01 | 154.6782604839 |
| 1999-03-01 | 156.1110225683 |
| 1999-04-01 | 160.2685499610 |
| 1999-05-01 | 160.8024503309 |
| 1999-06-01 | 162.1434800200 |
| 1999-07-01 | 162.2409313084 |
| 1999-08-01 | 161.7671788916 |
| 1999-09-01 | 163.9603687795 |
| 1999-10-01 | 167.3331696372 |
| 1999-11-01 | 167.1781166030 |
| 1999-12-01 | 168.4004460554 |
| 2000-01-01 | 166.5272917806 |
| 2000-02-01 | 167.5702479886 |
| 2000-03-01 | 169.8413454894 |
| 2000-04-01 | 173.6385044507 |
| 2000-05-01 | 173.0281731220 |
| 2000-06-01 | 174.2600238623 |
| 2000-07-01 | 173.5837985592 |
| 2000-08-01 | 174.8513485321 |
| 2000-09-01 | 175.0593419097 |
| 2000-10-01 | 175.4939292708 |
| 2000-11-01 | 175.3398707916 |
| 2000-12-01 | 175.0719069902 |
| 2001-01-01 | 178.8770594832 |
| 2001-02-01 | 179.5541640121 |
| 2001-03-01 | 179.2504879325 |
| 2001-04-01 | 178.3480557206 |
| 2001-05-01 | 178.4214663080 |
| 2001-06-01 | 177.4078548132 |
| 2001-07-01 | 179.6400463247 |
| 2001-08-01 | 179.3819705185 |
| 2001-09-01 | 178.6477276426 |
| 2001-10-01 | 176.6988141465 |
| 2001-11-01 | 178.1280385733 |
| 2001-12-01 | 177.1009054898 |
| 2002-01-01 | 176.3614402941 |
| 2002-02-01 | 176.6575762409 |
| 2002-03-01 | 176.9521313621 |
| 2002-04-01 | 175.2338941577 |
| 2002-05-01 | 175.4322290664 |
| 2002-06-01 | 175.4439496800 |
| 2002-07-01 | 175.0188905415 |
| 2002-08-01 | 176.1989766338 |
| 2002-09-01 | 175.2036396576 |
| 2002-10-01 | 174.5111436272 |
| 2002-11-01 | 174.6891013246 |
| 2002-12-01 | 174.4095618170 |
| 2003-01-01 | 174.0707130349 |
| 2003-02-01 | 171.6493326516 |
| 2003-03-01 | 172.2683132700 |
| 2003-04-01 | 175.0213077672 |
| 2003-05-01 | 174.3326498018 |
| 2003-06-01 | 174.2375025840 |
| 2003-07-01 | 171.9879371847 |
| 2003-08-01 | 173.5864622958 |
| 2003-09-01 | 174.7854135145 |
| 2003-10-01 | 176.8208503559 |
| 2003-11-01 | 176.3927774926 |
| 2003-12-01 | 176.9206709327 |
| 2004-01-01 | 176.8664965858 |
| 2004-02-01 | 177.0421326020 |
| 2004-03-01 | 177.7667596045 |
| 2004-04-01 | 177.0506180986 |
| 2004-05-01 | 177.7073266991 |
| 2004-06-01 | 178.9957220369 |
| 2004-07-01 | 180.1566654576 |
| 2004-08-01 | 180.0922082519 |
| 2004-09-01 | 179.9856981692 |
| 2004-10-01 | 181.5337261316 |
| 2004-11-01 | 181.8618387263 |
| 2004-12-01 | 181.7826154474 |
| 2005-01-01 | 182.7914117728 |
| 2005-02-01 | 183.6266461882 |
| 2005-03-01 | 184.0800565489 |
| 2005-04-01 | 184.2431186847 |
| 2005-05-01 | 184.3937035393 |
| 2005-06-01 | 184.2634047702 |
| 2005-07-01 | 184.2758135779 |
| 2005-08-01 | 184.4925381951 |
| 2005-09-01 | 185.8320583634 |
| 2005-10-01 | 184.4677459110 |
| 2005-11-01 | 184.2990948559 |
| 2005-12-01 | 183.9142590244 |
| 2006-01-01 | 187.2172459973 |
| 2006-02-01 | 188.3944255833 |
| 2006-03-01 | 189.3590527303 |
| 2006-04-01 | 189.8498765827 |
| 2006-05-01 | 189.9771328408 |
| 2006-06-01 | 190.2224736268 |
| 2006-07-01 | 190.4594630108 |
| 2006-08-01 | 190.2855755606 |
| 2006-09-01 | 190.5817506630 |
| 2006-10-01 | 190.7224260173 |
| 2006-11-01 | 190.8194724401 |
| 2006-12-01 | 191.3918127315 |
| 2007-01-01 | 190.9988791409 |
| 2007-02-01 | 191.0361126038 |
| 2007-03-01 | 191.4178646667 |
| 2007-04-01 | 192.1538597261 |
| 2007-05-01 | 191.8839941300 |
| 2007-06-01 | 192.6058501400 |
| 2007-07-01 | 191.9013468891 |
| 2007-08-01 | 192.8831460344 |
| 2007-09-01 | 193.5739111947 |
| 2007-10-01 | 193.7211650390 |
| 2007-11-01 | 194.8151282926 |
| 2007-12-01 | 195.0973800739 |
| 2008-01-01 | 195.8969946210 |
| 2008-02-01 | 196.1549671944 |
| 2008-03-01 | 195.9462706290 |
| 2008-04-01 | 195.5676852955 |
| 2008-05-01 | 195.8846793528 |
| 2008-06-01 | 194.7551265152 |
| 2008-07-01 | 194.7900268686 |
| 2008-08-01 | 194.6391164473 |
| 2008-09-01 | 193.4981040837 |
| 2008-10-01 | 192.4092413864 |
| 2008-11-01 | 190.4404728280 |
| 2008-12-01 | 188.7940260119 |
| 2009-01-01 | 187.0741530769 |
| 2009-02-01 | 185.4463597870 |
| 2009-03-01 | 183.8586920895 |
| 2009-04-01 | 183.5810146099 |
| 2009-05-01 | 183.1541086944 |
| 2009-06-01 | 183.4086185326 |
| 2009-07-01 | 183.6178392274 |
| 2009-08-01 | 183.4232821385 |
| 2009-09-01 | 183.2914024859 |
| 2009-10-01 | 183.3392149828 |
| 2009-11-01 | 182.9089593374 |
| 2009-12-01 | 183.2324953884 |
| 2010-01-01 | 183.3877757745 |
| 2010-02-01 | 181.3407889739 |
| 2010-03-01 | 184.6394212811 |
| 2010-04-01 | 185.1091520185 |
| 2010-05-01 | 185.2301883693 |
| 2010-06-01 | 186.9501242781 |
| 2010-07-01 | 185.5780138252 |
| 2010-08-01 | 185.7385877731 |
| 2010-09-01 | 185.6662134645 |
| 2010-10-01 | 188.1992676234 |
| 2010-11-01 | 187.6959783039 |
| 2010-12-01 | 188.5480080249 |
| 2011-01-01 | 189.3277402757 |
| 2011-02-01 | 189.8389557192 |
| 2011-03-01 | 190.7311720165 |
| 2011-04-01 | 193.2498041604 |
| 2011-05-01 | 194.2415032666 |
| 2011-06-01 | 195.3369667205 |
| 2011-07-01 | 197.3632308511 |
| 2011-08-01 | 197.9492482230 |
| 2011-09-01 | 199.6951751053 |
| 2011-10-01 | 201.1980875755 |
| 2011-11-01 | 202.4318499315 |
| 2011-12-01 | 204.0419019894 |
| 2012-01-01 | 205.4303168291 |
| 2012-02-01 | 205.6026463083 |
| 2012-03-01 | 206.5261643603 |
| 2012-04-01 | 205.1728354446 |
| 2012-05-01 | 207.3215107637 |
| 2012-06-01 | 207.5003009191 |
| 2012-07-01 | 207.0536427388 |
| 2012-08-01 | 209.2018227396 |
| 2012-09-01 | 210.6364710487 |
| 2012-10-01 | 210.7231695009 |
| 2012-11-01 | 212.1027726601 |
| 2012-12-01 | 212.5593246439 |
| 2013-01-01 | 213.3087726736 |
| 2013-02-01 | 214.8974361474 |
| 2013-03-01 | 216.4784112830 |
| 2013-04-01 | 213.6813023375 |
| 2013-05-01 | 215.0398078038 |
| 2013-06-01 | 216.7052434617 |
| 2013-07-01 | 216.0148521678 |
| 2013-08-01 | 217.1672324502 |
| 2013-09-01 | 217.8070806945 |
| 2013-10-01 | 217.6206429455 |
| 2013-11-01 | 218.6271286767 |
| 2013-12-01 | 217.9313636612 |
| 2014-01-01 | 218.6969405708 |
| 2014-02-01 | 219.6528922963 |
| 2014-03-01 | 220.6313603245 |
| 2014-04-01 | 221.6139089121 |
| 2014-05-01 | 222.4962819144 |
| 2014-06-01 | 222.7585558080 |
| 2014-07-01 | 223.0077818058 |
| 2014-08-01 | 222.6332555303 |
| 2014-09-01 | 222.2761577880 |
| 2014-10-01 | 223.0069275798 |
| 2014-11-01 | 222.2485450398 |
| 2014-12-01 | 223.4605765973 |
| 2015-01-01 | 222.9832513204 |
| 2015-02-01 | 223.9358914014 |
| 2015-03-01 | 224.2059138283 |
| 2015-04-01 | 225.1761148368 |
| 2015-05-01 | 226.0408288116 |
| 2015-06-01 | 225.6460258309 |
| 2015-07-01 | 228.8024854573 |
| 2015-08-01 | 228.6318198379 |
| 2015-09-01 | 227.1299639037 |
| 2015-10-01 | 231.7151832362 |
| 2015-11-01 | 230.9733171630 |
| 2015-12-01 | 231.2460991908 |
| 2016-01-01 | 231.8091376432 |
| 2016-02-01 | 231.6460736095 |
| 2016-03-01 | 231.9016774700 |
| 2016-04-01 | 232.2391320668 |
| 2016-05-01 | 232.4484953604 |
| 2016-06-01 | 232.9563922495 |
| 2016-07-01 | 233.2442044173 |
| 2016-08-01 | 234.0655948215 |
| 2016-09-01 | 234.2806964954 |
| 2016-10-01 | 234.6880011366 |
| 2016-11-01 | 235.1486705494 |
| 2016-12-01 | 234.8296323732 |
| 2017-01-01 | 232.2717857614 |
| 2017-02-01 | 232.8734147791 |
| 2017-03-01 | 233.0989063609 |
| 2017-04-01 | 233.8290284400 |
| 2017-05-01 | 233.9213289692 |
| 2017-06-01 | 234.3560266630 |
| 2017-07-01 | 233.6115864903 |
| 2017-08-01 | 233.2808281871 |
| 2017-09-01 | 234.6083333771 |
| 2017-10-01 | 234.2846281695 |
| 2017-11-01 | 233.9412429350 |
| 2017-12-01 | 234.4456318647 |
| 2018-01-01 | 236.4477934595 |
| 2018-02-01 | 237.5141642545 |
| 2018-03-01 | 238.3270372757 |
| 2018-04-01 | 238.5292390053 |
| 2018-05-01 | 239.4332317808 |
| 2018-06-01 | 239.4867382811 |
| 2018-07-01 | 240.4221761716 |
| 2018-08-01 | 241.2933708706 |
| 2018-09-01 | 242.0998945744 |
| 2018-10-01 | 242.0396821418 |
| 2018-11-01 | 243.1648996497 |
| 2018-12-01 | 240.8639400785 |
| 2019-01-01 | 244.1652430252 |
| 2019-02-01 | 246.0041777156 |
| 2019-03-01 | 246.5492729053 |
| 2019-04-01 | 245.3336224422 |
| 2019-05-01 | 245.6528647390 |
| 2019-06-01 | 246.9077426172 |
| 2019-07-01 | 246.1928954012 |
| 2019-08-01 | 247.0543086875 |
| 2019-09-01 | 245.2590465009 |
| 2019-10-01 | 245.2192757776 |
| 2019-11-01 | 245.4882510167 |
| 2019-12-01 | 246.0097796973 |
| 2020-01-01 | 244.9632026709 |
| 2020-02-01 | 243.8615279992 |
| 2020-03-01 | 243.4291061834 |
| 2020-04-01 | 224.9240977561 |
| 2020-05-01 | 226.1073033548 |
| 2020-06-01 | 227.4480349366 |
| 2020-07-01 | 230.4770227254 |
| 2020-08-01 | 230.5946633055 |
| 2020-09-01 | 232.6323429545 |
| 2020-10-01 | 234.1969605304 |
| 2020-11-01 | 235.3162922426 |
| 2020-12-01 | 237.2282971473 |
| 2021-01-01 | 238.1281148760 |
| 2021-02-01 | 239.8454063168 |
| 2021-03-01 | 242.0831735005 |
| 2021-04-01 | 243.6144279831 |
| 2021-05-01 | 244.4324403605 |
| 2021-06-01 | 243.5324254125 |
| 2021-07-01 | 244.8010631311 |
| 2021-08-01 | 246.0219676226 |
| 2021-09-01 | 246.4946257566 |
| 2021-10-01 | 249.9607440414 |
| 2021-11-01 | 251.1375547985 |
| 2021-12-01 | 253.1558463489 |
| 2022-01-01 | 253.7533192769 |
| 2022-02-01 | 256.2199476249 |
| 2022-03-01 | 254.3773122811 |
| 2022-04-01 | 254.5141416330 |
| 2022-05-01 | 253.9303968236 |
| 2022-06-01 | 252.1215688602 |
| 2022-07-01 | 255.5269044949 |
| 2022-08-01 | 255.6483587188 |
| 2022-09-01 | 255.2672923166 |
| 2022-10-01 | 255.7315632107 |
| 2022-11-01 | 255.4232719424 |
| 2022-12-01 | 253.6489817286 |
| 2023-01-01 | 254.8363300820 |
| 2023-02-01 | 255.1012359776 |
| 2023-03-01 | 254.5360152906 |
| 2023-04-01 | 256.7690781881 |
| 2023-05-01 | 256.3436168442 |
| 2023-06-01 | 256.7719975352 |
| 2023-07-01 | 255.5702707398 |
| 2023-08-01 | 255.9342675644 |
| 2023-09-01 | 256.2928668912 |
| 2023-10-01 | 256.7469998270 |
| 2023-11-01 | 257.6902973384 |
| 2023-12-01 | 256.1372674721 |
| 2024-01-01 | 260.5883803164 |
| 2024-02-01 | 261.3610318279 |
| 2024-03-01 | 261.0166075491 |
| 2024-04-01 | 260.1784901500 |
| 2024-05-01 | 260.0274318875 |
| 2024-06-01 | 259.1970904670 |
| 2024-07-01 | 260.2576668185 |
| 2024-08-01 | 259.0774643684 |
| 2024-09-01 | 259.0681576855 |
| 2024-10-01 | 259.2473623508 |
| 2024-11-01 | 258.2567728400 |
| 2024-12-01 | 257.6510357814 |
| 2025-01-01 | 256.3313437183 |
| 2025-02-01 | 256.1934577123 |
| 2025-03-01 | 255.7762800308 |
| 2025-04-01 | 255.3567899318 |
| 2025-05-01 | 255.0774496086 |
| 2025-06-01 | 254.3181340101 |
| 2025-07-01 | 252.8321498190 |
| 2025-08-01 | 252.8519703904 |
| 2025-09-01 | 251.8413928709 |
| 2025-10-01 | 249.2549928965 |
| 2025-11-01 | 248.2824134761 |
| 2025-12-01 | 249.4012743779 |
| 2026-01-01 | 249.1195857022 |
| 2026-02-01 | 248.4410928672 |
| 2026-03-01 | 249.4644150591 |
| 2026-04-01 | 248.6497330145 |
| 2026-05-01 | 248.9042682908 |
| 2026-06-01 | 251.5603542512 |
| 2026-07-01 | 253.7070133900 |
| 2026-08-01 | 251.7615861935 |